東華大學圖書館 |

語系: 繁體中文

說明(常見問題)

回圖書館首頁

手機版館藏查詢

登入

回首頁

切換: 標籤 | MARC模式 | ISBD

Advances in hybridization of intelli...

Hatzilygeroudis, Ioannis.

FindBook

Google Book

Amazon

博客來

Advances in hybridization of intelligent methods = models, systems and applications /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Advances in hybridization of intelligent methods/ edited by Ioannis Hatzilygeroudis, Vasile Palade.
其他題名:	models, systems and applications /
其他作者:	Hatzilygeroudis, Ioannis.
出版者:	Cham :Springer International Publishing : : 2018.,
面頁冊數:	ix, 147 p. :ill., digital ;24 cm.
內容註:	Deep Learning Approaches for Facial Emotion Recognition: A Case Study on FER-2013 -- Analysis of Biologically Inspired Swarm Communication Models -- Target-Dependent Sentiment Analysis of Tweets using Bi-directional Gated Recurrent Neural Networks -- Traffic Modelling, Visualisation and Prediction for Urban Mobility Management -- Assurance in Reinforcement Learning Using Quantitative Verification -- Distillation of Deep Learning Ensembles as a Regularisation method -- Heuristic Constraint Answer Set Programming for Manufacturing Problems.
Contained By:	Springer eBooks
標題:	Artificial intelligence. -
電子資源:	http://dx.doi.org/10.1007/978-3-319-66790-4
ISBN:	9783319667904

Advances in hybridization of intelligent methods = models, systems and applications /
Advances in hybridization of intelligent methodsmodels, systems and applications /[electronic resource] :edited by Ioannis Hatzilygeroudis, Vasile Palade. - Cham :Springer International Publishing :2018. - ix, 147 p. :ill., digital ;24 cm. - Smart innovation, systems and technologies,v.852190-3018 ;. - Smart innovation, systems and technologies ;v.85..

Deep Learning Approaches for Facial Emotion Recognition: A Case Study on FER-2013 -- Analysis of Biologically Inspired Swarm Communication Models -- Target-Dependent Sentiment Analysis of Tweets using Bi-directional Gated Recurrent Neural Networks -- Traffic Modelling, Visualisation and Prediction for Urban Mobility Management -- Assurance in Reinforcement Learning Using Quantitative Verification -- Distillation of Deep Learning Ensembles as a Regularisation method -- Heuristic Constraint Answer Set Programming for Manufacturing Problems.

This book presents recent research on the hybridization of intelligent methods, which refers to combining methods to solve complex problems. It discusses hybrid approaches covering different areas of intelligent methods and technologies, such as neural networks, swarm intelligence, machine learning, reinforcement learning, deep learning, agent-based approaches, knowledge-based system and image processing. The book includes extended and revised versions of invited papers presented at the 6th International Workshop on Combinations of Intelligent Methods and Applications (CIMA 2016), held in The Hague, Holland, in August 2016. The book is intended for researchers and practitioners from academia and industry interested in using hybrid methods for solving complex problems.

ISBN: 9783319667904

Standard No.: 10.1007/978-3-319-66790-4doiSubjects--Topical Terms:

516317
Artificial intelligence.

LC Class. No.: Q335 / .A38 2018

Dewey Class. No.: 006.3

Advances in hybridization of intelligent methods = models, systems and applications /
LDR:02385nmm a2200325 a 4500 001 2131679
003 DE-He213
005 20180619094727.0
006 m d
007 cr nn 008maaau
008 181005s2018 gw s 0 eng d
020 $a 9783319667904 $q (electronic bk.)
020 $a 9783319667898 $q (paper)
024 7 $a 10.1007/978-3-319-66790-4 $2 doi
035 $a 978-3-319-66790-4
040 $a GP $c GP
041 0 $a eng
050 4 $a Q335 $b .A38 2018
072 7 $a UYQ $2 bicssc
072 7 $a COM004000 $2 bisacsh
082 0 4 $a 006.3 $2 23
090 $a Q335 $b .A244 2018
245 0 0 $a Advances in hybridization of intelligent methods $h [electronic resource] : $b models, systems and applications / $c edited by Ioannis Hatzilygeroudis, Vasile Palade.
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2018.
300 $a ix, 147 p. : $b ill., digital ; $c 24 cm.
490 1 $a Smart innovation, systems and technologies, $x 2190-3018 ; $v v.85
505 0 $a Deep Learning Approaches for Facial Emotion Recognition: A Case Study on FER-2013 -- Analysis of Biologically Inspired Swarm Communication Models -- Target-Dependent Sentiment Analysis of Tweets using Bi-directional Gated Recurrent Neural Networks -- Traffic Modelling, Visualisation and Prediction for Urban Mobility Management -- Assurance in Reinforcement Learning Using Quantitative Verification -- Distillation of Deep Learning Ensembles as a Regularisation method -- Heuristic Constraint Answer Set Programming for Manufacturing Problems.
520 $a This book presents recent research on the hybridization of intelligent methods, which refers to combining methods to solve complex problems. It discusses hybrid approaches covering different areas of intelligent methods and technologies, such as neural networks, swarm intelligence, machine learning, reinforcement learning, deep learning, agent-based approaches, knowledge-based system and image processing. The book includes extended and revised versions of invited papers presented at the 6th International Workshop on Combinations of Intelligent Methods and Applications (CIMA 2016), held in The Hague, Holland, in August 2016. The book is intended for researchers and practitioners from academia and industry interested in using hybrid methods for solving complex problems.
650 0 $a Artificial intelligence. $3 516317
650 0 $a Soft computing. $3 563033
650 1 4 $a Engineering. $3 586835
650 2 4 $a Computational Intelligence. $3 1001631
650 2 4 $a Artificial Intelligence (incl. Robotics) $3 890894
650 2 4 $a Mathematical Models of Cognitive Processes and Neural Networks. $3 1619875
650 2 4 $a Signal, Image and Speech Processing. $3 891073
700 1 $a Hatzilygeroudis, Ioannis. $3 1533243
700 1 $a Palade, Vasile. $3 890890
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer eBooks
830 0 $a Smart innovation, systems and technologies ; $v v.85. $3 3297487
856 4 0 $u http://dx.doi.org/10.1007/978-3-319-66790-4
950 $a Engineering (Springer-11647)